# Disparity Estimation on Dino light field (synthetic) Source: [Disparity Estimation on Dino light field (synthetic)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:50:37.755Z Evaluation of Disparity Estimation performance on the Dino synthetic light field dataset, measured using Mean Squared Error (MSE) and specific Bad Pixel (BP) thresholds (0.01, 0.03, 0.07). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Disparity Estimation | | Dataset (including any stated split) | Dino light field (synthetic) | | Metric | MSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MSE](): Lower is better; unit: SCALAR. - [BP (Threshold 0.01)](): Lower is better; unit: PERCENT. - [BP (Threshold 0.03)](): Lower is better; unit: PERCENT. - [BP (Threshold 0.07)](): Lower is better; unit: PERCENT. ## Recorded results | Method | MSE | Result date | Report paper | | --- | --- | --- | --- | | Zhang et al. | 0.0041 | Not recorded | 68fa6a441e209131cea27290 | | Shi et al. | 0.0043 | Not recorded | 68fa6a441e209131cea27290 | | Khan et al. | 0.0045 | Not recorded | 68fa6a441e209131cea27290 | | Jiang et al. | 0.0047 | Not recorded | 68fa6a441e209131cea27290 | | Differentiable Diffusion | 0.0086 | Not recorded | 68fa6a441e209131cea27290 | | Li et al. | 0.0328 | Not recorded | 68fa6a441e209131cea27290 | ### Zhang et al. MSE: 0.0041. Result ID: 698e25cbffc3901de09b2c4a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Shi et al. MSE: 0.0043. Result ID: 698e25cbffc3901de09b2c4d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Khan et al. MSE: 0.0045. Result ID: 698e25cbffc3901de09b2c4e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jiang et al. MSE: 0.0047. Result ID: 698e25cbffc3901de09b2c4c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Differentiable Diffusion MSE: 0.0086. Result ID: 698e25cbffc3901de09b2c4f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Li et al. MSE: 0.0328. Result ID: 698e25cbffc3901de09b2c4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.